Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 1235 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 138.4 KiB |
| Average record size in memory | 114.8 B |
Variable types
| Numeric | 10 |
|---|
prev close is highly overall correlated with open and 4 other fields | High correlation |
open is highly overall correlated with prev close and 4 other fields | High correlation |
high is highly overall correlated with prev close and 4 other fields | High correlation |
low is highly overall correlated with prev close and 4 other fields | High correlation |
last is highly overall correlated with prev close and 4 other fields | High correlation |
close is highly overall correlated with prev close and 4 other fields | High correlation |
compound is highly overall correlated with positive | High correlation |
negative is highly overall correlated with neutral | High correlation |
neutral is highly overall correlated with negative and 1 other fields | High correlation |
positive is highly overall correlated with compound and 1 other fields | High correlation |
Reproduction
| Analysis started | 2023-03-05 16:25:33.292142 |
|---|---|
| Analysis finished | 2023-03-05 16:26:06.146792 |
| Duration | 32.85 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
prev close
Real number (ℝ)
| Distinct | 1195 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1574.5372 |
| Minimum | 767.7 |
|---|---|
| Maximum | 2495 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.6 KiB |
Quantile statistics
| Minimum | 767.7 |
|---|---|
| 5-th percentile | 986.355 |
| Q1 | 1190.95 |
| median | 1428.6 |
| Q3 | 1980.125 |
| 95-th percentile | 2295.345 |
| Maximum | 2495 |
| Range | 1727.3 |
| Interquartile range (IQR) | 789.175 |
Descriptive statistics
| Standard deviation | 452.57904 |
|---|---|
| Coefficient of variation (CV) | 0.28743623 |
| Kurtosis | -1.3187247 |
| Mean | 1574.5372 |
| Median Absolute Deviation (MAD) | 374.1 |
| Skewness | 0.26241596 |
| Sum | 1944553.4 |
| Variance | 204827.78 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1053.8 | 2 | 0.2% |
| 1198.7 | 2 | 0.2% |
| 1229 | 2 | 0.2% |
| 1250.3 | 2 | 0.2% |
| 1050.65 | 2 | 0.2% |
| 1923.4 | 2 | 0.2% |
| 2122.65 | 2 | 0.2% |
| 1028.75 | 2 | 0.2% |
| 1027.55 | 2 | 0.2% |
| 1430.9 | 2 | 0.2% |
| Other values (1185) | 1215 |
| Value | Count | Frequency (%) |
| 767.7 | 1 | |
| 771.55 | 1 | |
| 813.85 | 1 | |
| 829.65 | 1 | |
| 830.65 | 1 | |
| 831.65 | 1 | |
| 836.65 | 1 | |
| 838.85 | 1 | |
| 852.4 | 1 | |
| 856.75 | 1 |
| Value | Count | Frequency (%) |
| 2495 | 1 | |
| 2489.65 | 1 | |
| 2485.55 | 1 | |
| 2483.8 | 1 | |
| 2472.4 | 1 | |
| 2467.9 | 1 | |
| 2462.3 | 1 | |
| 2457.1 | 1 | |
| 2452.3 | 1 | |
| 2448.4 | 1 |
open
Real number (ℝ)
| Distinct | 1098 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1575.1856 |
| Minimum | 770.45 |
|---|---|
| Maximum | 2499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.6 KiB |
Quantile statistics
| Minimum | 770.45 |
|---|---|
| 5-th percentile | 984.97 |
| Q1 | 1193.175 |
| median | 1431 |
| Q3 | 1980.825 |
| 95-th percentile | 2296.63 |
| Maximum | 2499 |
| Range | 1728.55 |
| Interquartile range (IQR) | 787.65 |
Descriptive statistics
| Standard deviation | 452.12897 |
|---|---|
| Coefficient of variation (CV) | 0.28703219 |
| Kurtosis | -1.3112588 |
| Mean | 1575.1856 |
| Median Absolute Deviation (MAD) | 376 |
| Skewness | 0.26824964 |
| Sum | 1945354.2 |
| Variance | 204420.61 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1848 | 4 | 0.3% |
| 1250 | 4 | 0.3% |
| 1860 | 4 | 0.3% |
| 1299 | 4 | 0.3% |
| 1058 | 3 | 0.2% |
| 1260 | 3 | 0.2% |
| 1415 | 3 | 0.2% |
| 1055 | 3 | 0.2% |
| 1856 | 3 | 0.2% |
| 1236 | 3 | 0.2% |
| Other values (1088) | 1201 |
| Value | Count | Frequency (%) |
| 770.45 | 1 | |
| 794.6 | 1 | |
| 795.25 | 1 | |
| 836.45 | 1 | |
| 843 | 1 | |
| 847 | 1 | |
| 850 | 1 | |
| 853.8 | 1 | |
| 857 | 1 | |
| 859.9 | 1 |
| Value | Count | Frequency (%) |
| 2499 | 1 | |
| 2494.8 | 1 | |
| 2488 | 1 | |
| 2485.1 | 1 | |
| 2474.55 | 1 | |
| 2469.95 | 1 | |
| 2468.75 | 1 | |
| 2464 | 1 | |
| 2456.8 | 1 | |
| 2456 | 1 |
high
Real number (ℝ)
| Distinct | 1108 |
|---|---|
| Distinct (%) | 89.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1588.0871 |
| Minimum | 810 |
|---|---|
| Maximum | 2503.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.6 KiB |
Quantile statistics
| Minimum | 810 |
|---|---|
| 5-th percentile | 994.685 |
| Q1 | 1202.225 |
| median | 1439.85 |
| Q3 | 1998.95 |
| 95-th percentile | 2315.615 |
| Maximum | 2503.3 |
| Range | 1693.3 |
| Interquartile range (IQR) | 796.725 |
Descriptive statistics
| Standard deviation | 453.82864 |
|---|---|
| Coefficient of variation (CV) | 0.28577062 |
| Kurtosis | -1.3201255 |
| Mean | 1588.0871 |
| Median Absolute Deviation (MAD) | 375.4 |
| Skewness | 0.27725094 |
| Sum | 1961287.6 |
| Variance | 205960.44 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1185 | 6 | 0.5% |
| 1250 | 6 | 0.5% |
| 1235 | 5 | 0.4% |
| 1860 | 5 | 0.4% |
| 2130 | 4 | 0.3% |
| 1255 | 4 | 0.3% |
| 1445 | 4 | 0.3% |
| 1179.5 | 3 | 0.2% |
| 2118 | 3 | 0.2% |
| 1254 | 3 | 0.2% |
| Other values (1098) | 1192 |
| Value | Count | Frequency (%) |
| 810 | 1 | |
| 838.75 | 1 | |
| 844 | 1 | |
| 863.85 | 1 | |
| 864 | 1 | |
| 867.3 | 1 | |
| 867.45 | 1 | |
| 870.3 | 1 | |
| 871.75 | 1 | |
| 873.6 | 1 |
| Value | Count | Frequency (%) |
| 2503.3 | 1 | |
| 2497.9 | 1 | |
| 2497.5 | 1 | |
| 2494.95 | 1 | |
| 2494.5 | 1 | |
| 2489 | 1 | |
| 2475 | 1 | |
| 2474.6 | 1 | |
| 2470 | 2 | |
| 2469.95 | 1 |
low
Real number (ℝ)
| Distinct | 1157 |
|---|---|
| Distinct (%) | 93.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1560.9098 |
| Minimum | 738.75 |
|---|---|
| Maximum | 2483 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.6 KiB |
Quantile statistics
| Minimum | 738.75 |
|---|---|
| 5-th percentile | 970.23 |
| Q1 | 1181.025 |
| median | 1415.55 |
| Q3 | 1963.45 |
| 95-th percentile | 2280.145 |
| Maximum | 2483 |
| Range | 1744.25 |
| Interquartile range (IQR) | 782.425 |
Descriptive statistics
| Standard deviation | 451.00299 |
|---|---|
| Coefficient of variation (CV) | 0.28893598 |
| Kurtosis | -1.3125718 |
| Mean | 1560.9098 |
| Median Absolute Deviation (MAD) | 374.65 |
| Skewness | 0.25159508 |
| Sum | 1927723.6 |
| Variance | 203403.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1181.1 | 3 | 0.2% |
| 2280 | 3 | 0.2% |
| 1235 | 3 | 0.2% |
| 1425.05 | 3 | 0.2% |
| 1250 | 3 | 0.2% |
| 1785 | 3 | 0.2% |
| 1230 | 3 | 0.2% |
| 1106.2 | 2 | 0.2% |
| 1085.2 | 2 | 0.2% |
| 1788 | 2 | 0.2% |
| Other values (1147) | 1208 |
| Value | Count | Frequency (%) |
| 738.75 | 1 | |
| 755.25 | 1 | |
| 765 | 1 | |
| 795 | 1 | |
| 810 | 1 | |
| 820 | 1 | |
| 824.55 | 1 | |
| 826.1 | 1 | |
| 828 | 1 | |
| 831.3 | 1 |
| Value | Count | Frequency (%) |
| 2483 | 1 | |
| 2472 | 1 | |
| 2467.2 | 1 | |
| 2460 | 1 | |
| 2456.15 | 1 | |
| 2450.05 | 1 | |
| 2441.05 | 1 | |
| 2440.35 | 1 | |
| 2437.05 | 1 | |
| 2432.1 | 1 |
last
Real number (ℝ)
| Distinct | 1131 |
|---|---|
| Distinct (%) | 91.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1574.8941 |
| Minimum | 774.8 |
|---|---|
| Maximum | 2491.15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.6 KiB |
Quantile statistics
| Minimum | 774.8 |
|---|---|
| 5-th percentile | 984.33 |
| Q1 | 1192 |
| median | 1429.05 |
| Q3 | 1978.1 |
| 95-th percentile | 2297.25 |
| Maximum | 2491.15 |
| Range | 1716.35 |
| Interquartile range (IQR) | 786.1 |
Descriptive statistics
| Standard deviation | 452.17052 |
|---|---|
| Coefficient of variation (CV) | 0.2871117 |
| Kurtosis | -1.3165456 |
| Mean | 1574.8941 |
| Median Absolute Deviation (MAD) | 373.05 |
| Skewness | 0.26336219 |
| Sum | 1944994.2 |
| Variance | 204458.18 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1275 | 4 | 0.3% |
| 2115 | 4 | 0.3% |
| 1440 | 4 | 0.3% |
| 1950 | 3 | 0.2% |
| 1245 | 3 | 0.2% |
| 1554 | 3 | 0.2% |
| 1244.9 | 3 | 0.2% |
| 1185 | 3 | 0.2% |
| 1229 | 3 | 0.2% |
| 2117 | 3 | 0.2% |
| Other values (1121) | 1202 |
| Value | Count | Frequency (%) |
| 774.8 | 1 | |
| 778.9 | 1 | |
| 811 | 1 | |
| 829.55 | 1 | |
| 831 | 1 | |
| 832.85 | 1 | |
| 838 | 1 | |
| 842.65 | 1 | |
| 857.95 | 1 | |
| 858 | 1 |
| Value | Count | Frequency (%) |
| 2491.15 | 1 | |
| 2488.3 | 1 | |
| 2486 | 1 | |
| 2482.85 | 1 | |
| 2469 | 1 | |
| 2465 | 1 | |
| 2460.6 | 1 | |
| 2455 | 1 | |
| 2454 | 1 | |
| 2447.05 | 1 |
close
Real number (ℝ)
| Distinct | 1195 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1574.8118 |
| Minimum | 767.7 |
|---|---|
| Maximum | 2495 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.6 KiB |
Quantile statistics
| Minimum | 767.7 |
|---|---|
| 5-th percentile | 986.355 |
| Q1 | 1192.3 |
| median | 1430.9 |
| Q3 | 1980.125 |
| 95-th percentile | 2295.345 |
| Maximum | 2495 |
| Range | 1727.3 |
| Interquartile range (IQR) | 787.825 |
Descriptive statistics
| Standard deviation | 452.36521 |
|---|---|
| Coefficient of variation (CV) | 0.28725032 |
| Kurtosis | -1.3176201 |
| Mean | 1574.8118 |
| Median Absolute Deviation (MAD) | 374.8 |
| Skewness | 0.2617936 |
| Sum | 1944892.6 |
| Variance | 204634.28 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1957.75 | 2 | 0.2% |
| 1430.9 | 2 | 0.2% |
| 1261.8 | 2 | 0.2% |
| 1229 | 2 | 0.2% |
| 1050.65 | 2 | 0.2% |
| 1250.3 | 2 | 0.2% |
| 1923.4 | 2 | 0.2% |
| 1028.75 | 2 | 0.2% |
| 2122.65 | 2 | 0.2% |
| 1027.55 | 2 | 0.2% |
| Other values (1185) | 1215 |
| Value | Count | Frequency (%) |
| 767.7 | 1 | |
| 771.55 | 1 | |
| 813.85 | 1 | |
| 829.65 | 1 | |
| 830.65 | 1 | |
| 831.65 | 1 | |
| 836.65 | 1 | |
| 838.85 | 1 | |
| 852.4 | 1 | |
| 856.75 | 1 |
| Value | Count | Frequency (%) |
| 2495 | 1 | |
| 2489.65 | 1 | |
| 2485.55 | 1 | |
| 2483.8 | 1 | |
| 2472.4 | 1 | |
| 2467.9 | 1 | |
| 2462.3 | 1 | |
| 2457.1 | 1 | |
| 2452.3 | 1 | |
| 2448.4 | 1 |
compound
Real number (ℝ)
| Distinct | 180 |
|---|---|
| Distinct (%) | 14.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.93908729 |
| Minimum | -0.9988 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 37 |
| Negative (%) | 3.0% |
| Memory size | 51.6 KiB |
Quantile statistics
| Minimum | -0.9988 |
|---|---|
| 5-th percentile | 0.97147 |
| Q1 | 0.9982 |
| median | 0.9993 |
| Q3 | 0.9997 |
| 95-th percentile | 0.9999 |
| Maximum | 1 |
| Range | 1.9988 |
| Interquartile range (IQR) | 0.0015 |
Descriptive statistics
| Standard deviation | 0.31443627 |
|---|---|
| Coefficient of variation (CV) | 0.33483178 |
| Kurtosis | 28.800067 |
| Mean | 0.93908729 |
| Median Absolute Deviation (MAD) | 0.0005 |
| Skewness | -5.4730467 |
| Sum | 1159.7728 |
| Variance | 0.098870168 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.9997 | 121 | 9.8% |
| 0.9998 | 110 | 8.9% |
| 0.9996 | 104 | 8.4% |
| 0.9999 | 86 | 7.0% |
| 0.9995 | 83 | 6.7% |
| 0.9994 | 74 | 6.0% |
| 0.9993 | 54 | 4.4% |
| 0.9992 | 52 | 4.2% |
| 0.9991 | 39 | 3.2% |
| 0.9989 | 36 | 2.9% |
| Other values (170) | 476 |
| Value | Count | Frequency (%) |
| -0.9988 | 1 | |
| -0.9982 | 1 | |
| -0.998 | 1 | |
| -0.9976 | 1 | |
| -0.9972 | 1 | |
| -0.9961 | 1 | |
| -0.9958 | 1 | |
| -0.9952 | 1 | |
| -0.9947 | 1 | |
| -0.9943 | 1 |
| Value | Count | Frequency (%) |
| 1 | 2 | 0.2% |
| 0.9999 | 86 | |
| 0.9998 | 110 | |
| 0.9997 | 121 | |
| 0.9996 | 104 | |
| 0.9995 | 83 | |
| 0.9994 | 74 | |
| 0.9993 | 54 | |
| 0.9992 | 52 | |
| 0.9991 | 39 | 3.2% |
negative
Real number (ℝ)
| Distinct | 75 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.072774899 |
| Minimum | 0.035 |
|---|---|
| Maximum | 0.122 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.6 KiB |
Quantile statistics
| Minimum | 0.035 |
|---|---|
| 5-th percentile | 0.052 |
| Q1 | 0.064 |
| median | 0.072 |
| Q3 | 0.081 |
| 95-th percentile | 0.096 |
| Maximum | 0.122 |
| Range | 0.087 |
| Interquartile range (IQR) | 0.017 |
Descriptive statistics
| Standard deviation | 0.013014187 |
|---|---|
| Coefficient of variation (CV) | 0.17882796 |
| Kurtosis | 0.1812448 |
| Mean | 0.072774899 |
| Median Absolute Deviation (MAD) | 0.008 |
| Skewness | 0.28465148 |
| Sum | 89.877 |
| Variance | 0.00016936906 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.071 | 54 | 4.4% |
| 0.068 | 52 | 4.2% |
| 0.073 | 41 | 3.3% |
| 0.079 | 40 | 3.2% |
| 0.069 | 40 | 3.2% |
| 0.072 | 39 | 3.2% |
| 0.075 | 38 | 3.1% |
| 0.074 | 37 | 3.0% |
| 0.077 | 35 | 2.8% |
| 0.078 | 35 | 2.8% |
| Other values (65) | 824 |
| Value | Count | Frequency (%) |
| 0.035 | 1 | 0.1% |
| 0.038 | 1 | 0.1% |
| 0.04 | 2 | 0.2% |
| 0.041 | 2 | 0.2% |
| 0.042 | 2 | 0.2% |
| 0.044 | 2 | 0.2% |
| 0.046 | 2 | 0.2% |
| 0.047 | 7 | |
| 0.048 | 7 | |
| 0.049 | 10 |
| Value | Count | Frequency (%) |
| 0.122 | 1 | 0.1% |
| 0.12 | 1 | 0.1% |
| 0.113 | 2 | |
| 0.112 | 1 | 0.1% |
| 0.11 | 2 | |
| 0.109 | 1 | 0.1% |
| 0.108 | 2 | |
| 0.107 | 2 | |
| 0.106 | 4 | |
| 0.105 | 4 |
neutral
Real number (ℝ)
| Distinct | 122 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.81262753 |
| Minimum | 0.665 |
|---|---|
| Maximum | 0.903 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.6 KiB |
Quantile statistics
| Minimum | 0.665 |
|---|---|
| 5-th percentile | 0.7767 |
| Q1 | 0.796 |
| median | 0.812 |
| Q3 | 0.827 |
| 95-th percentile | 0.853 |
| Maximum | 0.903 |
| Range | 0.238 |
| Interquartile range (IQR) | 0.031 |
Descriptive statistics
| Standard deviation | 0.023530019 |
|---|---|
| Coefficient of variation (CV) | 0.028955479 |
| Kurtosis | 1.3482795 |
| Mean | 0.81262753 |
| Median Absolute Deviation (MAD) | 0.015 |
| Skewness | 0.1708818 |
| Sum | 1003.595 |
| Variance | 0.0005536618 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.804 | 31 | 2.5% |
| 0.821 | 28 | 2.3% |
| 0.815 | 27 | 2.2% |
| 0.796 | 25 | 2.0% |
| 0.807 | 25 | 2.0% |
| 0.819 | 25 | 2.0% |
| 0.813 | 24 | 1.9% |
| 0.812 | 23 | 1.9% |
| 0.795 | 23 | 1.9% |
| 0.809 | 23 | 1.9% |
| Other values (112) | 981 |
| Value | Count | Frequency (%) |
| 0.665 | 1 | 0.1% |
| 0.742 | 1 | 0.1% |
| 0.748 | 1 | 0.1% |
| 0.757 | 1 | 0.1% |
| 0.758 | 1 | 0.1% |
| 0.76 | 1 | 0.1% |
| 0.763 | 1 | 0.1% |
| 0.764 | 1 | 0.1% |
| 0.765 | 4 | |
| 0.766 | 3 |
| Value | Count | Frequency (%) |
| 0.903 | 1 | |
| 0.892 | 1 | |
| 0.889 | 1 | |
| 0.888 | 1 | |
| 0.887 | 2 | |
| 0.88 | 1 | |
| 0.879 | 1 | |
| 0.878 | 1 | |
| 0.877 | 2 | |
| 0.875 | 1 |
positive
Real number (ℝ)
| Distinct | 100 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11458381 |
| Minimum | 0.056 |
|---|---|
| Maximum | 0.281 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 51.6 KiB |
Quantile statistics
| Minimum | 0.056 |
|---|---|
| 5-th percentile | 0.086 |
| Q1 | 0.104 |
| median | 0.114 |
| Q3 | 0.125 |
| 95-th percentile | 0.146 |
| Maximum | 0.281 |
| Range | 0.225 |
| Interquartile range (IQR) | 0.021 |
Descriptive statistics
| Standard deviation | 0.01821949 |
|---|---|
| Coefficient of variation (CV) | 0.1590058 |
| Kurtosis | 5.5202867 |
| Mean | 0.11458381 |
| Median Absolute Deviation (MAD) | 0.011 |
| Skewness | 0.7226349 |
| Sum | 141.511 |
| Variance | 0.00033194982 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.107 | 41 | 3.3% |
| 0.123 | 38 | 3.1% |
| 0.114 | 37 | 3.0% |
| 0.116 | 36 | 2.9% |
| 0.111 | 36 | 2.9% |
| 0.109 | 35 | 2.8% |
| 0.106 | 33 | 2.7% |
| 0.113 | 33 | 2.7% |
| 0.108 | 32 | 2.6% |
| 0.11 | 29 | 2.3% |
| Other values (90) | 885 |
| Value | Count | Frequency (%) |
| 0.056 | 1 | 0.1% |
| 0.066 | 1 | 0.1% |
| 0.067 | 1 | 0.1% |
| 0.069 | 2 | 0.2% |
| 0.07 | 2 | 0.2% |
| 0.071 | 5 | |
| 0.073 | 3 | |
| 0.074 | 3 | |
| 0.075 | 1 | 0.1% |
| 0.076 | 3 |
| Value | Count | Frequency (%) |
| 0.281 | 1 | |
| 0.175 | 2 | |
| 0.168 | 1 | |
| 0.166 | 1 | |
| 0.164 | 1 | |
| 0.163 | 1 | |
| 0.162 | 2 | |
| 0.161 | 2 | |
| 0.16 | 1 | |
| 0.159 | 2 |
| prev close | open | high | low | last | close | compound | negative | neutral | positive | |
|---|---|---|---|---|---|---|---|---|---|---|
| prev close | 1.000 | 0.997 | 0.996 | 0.996 | 0.995 | 0.995 | -0.228 | 0.067 | 0.020 | -0.069 |
| open | 0.997 | 1.000 | 0.999 | 0.999 | 0.998 | 0.998 | -0.223 | 0.061 | 0.020 | -0.065 |
| high | 0.996 | 0.999 | 1.000 | 0.999 | 0.999 | 0.999 | -0.220 | 0.060 | 0.019 | -0.063 |
| low | 0.996 | 0.999 | 0.999 | 1.000 | 0.999 | 0.999 | -0.223 | 0.057 | 0.023 | -0.067 |
| last | 0.995 | 0.998 | 0.999 | 0.999 | 1.000 | 1.000 | -0.220 | 0.057 | 0.022 | -0.064 |
| close | 0.995 | 0.998 | 0.999 | 0.999 | 1.000 | 1.000 | -0.220 | 0.057 | 0.021 | -0.064 |
| compound | -0.228 | -0.223 | -0.220 | -0.223 | -0.220 | -0.220 | 1.000 | -0.380 | -0.355 | 0.787 |
| negative | 0.067 | 0.061 | 0.060 | 0.057 | 0.057 | 0.057 | -0.380 | 1.000 | -0.631 | 0.119 |
| neutral | 0.020 | 0.020 | 0.019 | 0.023 | 0.022 | 0.021 | -0.355 | -0.631 | 1.000 | -0.810 |
| positive | -0.069 | -0.065 | -0.063 | -0.067 | -0.064 | -0.064 | 0.787 | 0.119 | -0.810 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| prev close | open | high | low | last | close | compound | negative | neutral | positive | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2016-01-01 | 1082.15 | 1082.40 | 1090.25 | 1076.15 | 1088.70 | 1088.75 | 0.9988 | 0.087 | 0.797 | 0.117 |
| 2016-01-04 | 1088.75 | 1084.00 | 1084.00 | 1068.10 | 1068.50 | 1070.50 | 0.9958 | 0.096 | 0.792 | 0.112 |
| 2016-01-05 | 1070.50 | 1070.20 | 1074.80 | 1061.35 | 1062.00 | 1062.40 | -0.9980 | 0.106 | 0.800 | 0.094 |
| 2016-01-06 | 1062.40 | 1056.65 | 1076.75 | 1056.65 | 1067.55 | 1067.10 | 0.9918 | 0.090 | 0.803 | 0.107 |
| 2016-01-07 | 1067.10 | 1060.10 | 1064.90 | 1049.70 | 1052.55 | 1056.20 | 0.9980 | 0.074 | 0.828 | 0.098 |
| 2016-01-08 | 1056.20 | 1061.95 | 1064.50 | 1057.25 | 1062.00 | 1062.35 | -0.9958 | 0.100 | 0.810 | 0.090 |
| 2016-01-11 | 1062.35 | 1052.05 | 1061.00 | 1045.30 | 1058.50 | 1058.60 | 0.9983 | 0.080 | 0.813 | 0.107 |
| 2016-01-12 | 1058.60 | 1063.90 | 1063.90 | 1043.50 | 1046.00 | 1046.95 | 0.9955 | 0.046 | 0.887 | 0.067 |
| 2016-01-13 | 1046.95 | 1052.00 | 1062.75 | 1037.00 | 1056.30 | 1060.15 | 0.9979 | 0.082 | 0.815 | 0.103 |
| 2016-01-14 | 1060.15 | 1050.15 | 1057.40 | 1039.50 | 1052.00 | 1049.75 | 0.9996 | 0.060 | 0.837 | 0.103 |
| prev close | open | high | low | last | close | compound | negative | neutral | positive | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2020-12-17 | 1410.70 | 1418.60 | 1445.00 | 1404.50 | 1440.00 | 1441.80 | 0.9997 | 0.070 | 0.809 | 0.122 |
| 2020-12-18 | 1441.80 | 1435.00 | 1439.70 | 1406.30 | 1408.95 | 1411.35 | 0.9992 | 0.063 | 0.844 | 0.093 |
| 2020-12-21 | 1411.35 | 1417.50 | 1423.85 | 1366.70 | 1369.05 | 1372.65 | 0.9993 | 0.078 | 0.813 | 0.109 |
| 2020-12-22 | 1372.65 | 1384.80 | 1384.80 | 1345.00 | 1373.00 | 1373.10 | 0.9992 | 0.056 | 0.855 | 0.089 |
| 2020-12-23 | 1373.10 | 1367.50 | 1380.95 | 1361.05 | 1378.00 | 1375.65 | 0.9998 | 0.071 | 0.798 | 0.130 |
| 2020-12-24 | 1375.65 | 1389.40 | 1404.00 | 1377.00 | 1395.90 | 1397.10 | 0.9998 | 0.062 | 0.819 | 0.119 |
| 2020-12-28 | 1397.10 | 1405.00 | 1421.00 | 1404.00 | 1415.80 | 1412.85 | 0.9997 | 0.069 | 0.819 | 0.112 |
| 2020-12-29 | 1412.85 | 1421.05 | 1434.75 | 1420.00 | 1427.95 | 1427.20 | 0.9989 | 0.080 | 0.811 | 0.110 |
| 2020-12-30 | 1427.20 | 1439.90 | 1439.90 | 1413.00 | 1432.05 | 1432.50 | 0.9993 | 0.072 | 0.815 | 0.113 |
| 2020-12-31 | 1432.50 | 1435.00 | 1444.00 | 1425.05 | 1438.45 | 1436.30 | 0.9998 | 0.061 | 0.802 | 0.136 |